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探索6-苯基-1,4-苯二胺(6PPD)及其代谢产物6PPD-Q的核心靶点在心血管疾病中的诊断潜力:基于网络毒理学、分子对接和体外验证的综合分析

Exploring the Diagnostic Potential of Core Targets of 6PPD and Its Metabolite 6PPD-Q in Cardiovascular Diseases: An Integrated Analysis Based on Network Toxicology, Molecular Docking, and In Vitro Validation.

作者信息

Guo Bing, Jiang Xing, Zhu Lemei, He Xuan

机构信息

Graduate School, Hunan University of Chinese Medicine, Changsha, Hunan, China.

School of Public Health, Changsha Medical University, Changsha, China.

出版信息

J Appl Toxicol. 2025 Aug 12. doi: 10.1002/jat.4892.

Abstract

6PPD (N-(1,3-dimethylbutyl)-N'-phenyl-p-phenylenediamine) and its oxidized form, 6PPD-Q (2-((4-methylpentan-2-yl)amino)-5-(phenylamino)cyclohexa-2,5-diene-1,4-dione), are commonly used in rubber-based materials and have been increasingly found in the environment. Recent studies suggest that these compounds may be toxic to the cardiovascular system, but the exact molecular mechanisms are not well understood. This study used a combination of network toxicology, molecular docking, and bioinformatics to investigate how 6PPD and 6PPD-Q affect the heart, particularly in relation to atherosclerosis, acute myocardial infarction, and heart failure. By screening multiple databases and analyzing Gene Expression Omnibus (GEO) transcriptome data, we identified key targets that are involved in these diseases. We built PPI networks and performed Gene Ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) enrichment analyses to explore the related pathways. Additionally, we validated four core targets-nuclear receptor subfamily 4 group A member 3 (NR4A3), sphingosine-1-phosphate receptor 3 (S1PR3), nicotinamide phosphoribosyltransferase (NAMPT), and formyl peptide receptor 1 (FPR1)-that showed high diagnostic value in all three diseases using receiver operating characteristic (ROC) analysis. Molecular docking revealed that both 6PPD and 6PPD-Q strongly bind to these targets. Further in vitro experiments revealed that 6PPD and 6PPD-Q induce damage in H9c2 cells. The mechanism may be associated with these four targets. This study sheds light on how these environmental pollutants harm the cardiovascular system and demonstrates the value of combining network toxicology with omics and structural biology in risk assessment and therapeutic development.

摘要

6PPD(N-(1,3-二甲基丁基)-N'-苯基对苯二胺)及其氧化形式6PPD-Q(2-((4-甲基戊-2-基)氨基)-5-(苯基氨基)环己-2,5-二烯-1,4-二酮)常用于橡胶基材料,并且在环境中越来越多地被发现。最近的研究表明,这些化合物可能对心血管系统有毒,但确切的分子机制尚不清楚。本研究结合网络毒理学、分子对接和生物信息学,研究6PPD和6PPD-Q如何影响心脏,特别是与动脉粥样硬化、急性心肌梗死和心力衰竭的关系。通过筛选多个数据库并分析基因表达综合数据库(GEO)转录组数据,我们确定了与这些疾病相关的关键靶点。我们构建了蛋白质-蛋白质相互作用(PPI)网络,并进行了基因本体(GO)和京都基因与基因组百科全书(KEGG)富集分析,以探索相关途径。此外,我们验证了四个核心靶点——核受体亚家族4 A组成员3(NR4A3)、鞘氨醇-1-磷酸受体3(S1PR3)、烟酰胺磷酸核糖基转移酶(NAMPT)和甲酰肽受体1(FPR1)——使用受试者工作特征(ROC)分析显示在所有三种疾病中具有高诊断价值。分子对接表明,6PPD和6PPD-Q都与这些靶点强烈结合。进一步的体外实验表明,6PPD和6PPD-Q诱导Hela细胞损伤。其机制可能与这四个靶点有关。本研究揭示了这些环境污染物如何损害心血管系统,并证明了将网络毒理学与组学和结构生物学相结合在风险评估和治疗开发中的价值。

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